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Research
Statistical modelling under differential privacy constraints: a case study in fine-scale geographical analysis with Australian Bureau of Statistics TableBuilder dataConsistent with the principles of differential privacy protection, the Australian Bureau of Statistics artificially perturbs all count data from the Australian Census prior to its release to researchers through the TableBuilder platform. This perturbation involves the addition of random noise to every non-zero cell count followed by the suppression of small values to zero.
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The moral domain in peer relationships: opportunities for interventions to prevent bullyingPrevious research has focused on identifying the association between moral dimension and bullying behavior, with an emphasis on better understanding the complex processes that children and adolescents trigger during decision-making in immoral situations. However, advances in research on morality and bullying have not been paralleled by the design of intervention programs that promote moral competence. The aim of this chapter is to analyze the moral dimension as a key intervention in the design of holistic models for preventing bullying and promoting defending.
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Participant and caregiver perspectives on health feedback from a healthy lifestyle checkThe usual output following health consultations from paediatric services is a clinical letter to the referring professional or primary care provider, with a copy sent to the patient's caregiver. There is little research on how patients and caregivers perceive the letter content.
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An evaluation of GPT models for phenotype concept recognitionClinical deep phenotyping and phenotype annotation play a critical role in both the diagnosis of patients with rare disorders as well as in building computationally-tractable knowledge in the rare disorders field.
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Beneficial health effects of ultraviolet radiation: expert review and conference reportCarcinogenic effects of ultraviolet radiation (UVR) with reference to skin cancer are the basis of widely implemented recommendations to avoid sun exposure. Whether the benefits of "restrictive sun policies" outweigh their potential harms due to diminished beneficial effects of sunlight exposure remain a matter of controversy.
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Involving young people with lived experience in advancing mental health science: an exploratory qualitative study from Pakistan and IndiaMeaningful involvement of young People with Lived Experience (PWLE) in co-designing youth mental health interventions has been much emphasized globally. However, there is a scarcity of evidence on involving PWLE of mental health problems in designing, implementing and evaluating mental health interventions, especially in Low- and Middle-Income Countries.
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A microRNA-based dynamic risk score for type 1 diabetesIdentifying individuals at high risk of type 1 diabetes (T1D) is crucial as disease-delaying medications are available. Here we report a microRNA (miRNA)-based dynamic (responsive to the environment) risk score developed using multicenter, multiethnic and multicountry ('multicontext') cohorts for T1D risk stratification. Discovery (wet and dry lab) analysis identified 50 miRNAs associated with functional β cell loss, which is a hallmark of T1D.
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Surveillance of avian influenza through bird guano in remote regions of the global south to uncover transmission dynamicsAvian influenza viruses (AIVs) pose a growing global health threat, particularly in low- and middle-income countries (LMICs), where limited surveillance capacity and under-resourced healthcare systems hinder timely detection and response. Migratory birds play a significant role in the transboundary spread of AIVs, yet data from key regions along migratory flyways remain sparse. To address these surveillance gaps, we conducted a study between December 2021 and February 2023 using fresh bird guano collected across 10 countries in the Global South.
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Twenty-five is not a neurobiologically determined age of maturity for gender-affirming medical decision-makingAmong the increasing threats to the healthcare of transgender and gender-diverse people globally, are efforts to deny gender-affirming medical care to people under age 25 typically justified by stating that the human brain is not developed until the mid-to-late 20's. Thus, this line of reasoning states young adults are not sufficiently mature to be responsible for autonomous healthcare decision-making— at least in regard to gender-affirming care.
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Study of tranexamic acid on post-tonsillectomy haemorrhage (STOP) pilot trialMatt Cooper BCA Marketing, BSc Statistics and Applied Statistics, PhD Manager, Biostatistics 08 6319 1723 matt.cooper@thekids.org.au Manager,